Exploratory_Analysis

Dataset statistics

Number of variables	31
Number of observations	372899
Missing cells	555
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	442.0 MiB
Average record size in memory	1.2 KiB

Variable types

Numeric	15
Text	7
DateTime	2
Categorical	7

Alerts

`OBJECTID` is uniformly distributed	Uniform
`OBJECTID` has unique values	Unique
`REPORT_HOUR` has 12562 (3.4%) zeros	Zeros
`OCC_HOUR` has 25847 (6.9%) zeros	Zeros
`LONG_WGS84` has 5750 (1.5%) zeros	Zeros
`LAT_WGS84` has 5750 (1.5%) zeros	Zeros

Reproduction

Analysis started	2024-03-09 16:25:13.104616
Analysis finished	2024-03-09 16:27:16.899034
Duration	2 minutes and 3.79 seconds
Software version	ydata-profiling vv4.6.5
Download configuration	config.json

X
Real number (ℝ)

Distinct	19049
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-8702251.7

Minimum	-8865400.5
Maximum	6.32778 × 10^-9
Zeros	0
Zeros (%)	0.0%
Negative	367149
Negative (%)	98.5%
Memory size	2.8 MiB

Quantile statistics

Minimum	-8865400.5
5-th percentile	-8857425.7
Q1	-8846962.3
median	-8838090.6
Q3	-8829992.6
95-th percentile	-8817203.6
Maximum	6.32778 × 10^-9
Range	8865400.5
Interquartile range (IQR)	16969.7

Descriptive statistics

Standard deviation	1089102.7
Coefficient of variation (CV)	-0.12515183
Kurtosis	59.854663
Mean	-8702251.7
Median Absolute Deviation (MAD)	8482.7671
Skewness	7.8642927
Sum	-3.245061 × 10¹²
Variance	1.1861448 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.32778 × 10^-9	5750	1.5%
-8851659.93	1731	0.5%
-8836642.808	1248	0.3%
-8835539.621	1046	0.3%
-8822541.767	927	0.2%
-8835439.022	861	0.2%
-8844478.951	845	0.2%
-8836885.407	818	0.2%
-8836536.308	794	0.2%
-8832824.78	742	0.2%
Other values (19039)	358137	96.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-8865400.462	5	< 0.1%
-8865097.429	16	< 0.1%
-8864952.938	31	< 0.1%
-8864643.927	24	< 0.1%
-8864367.844	20	< 0.1%
-8864281.237	12	< 0.1%
-8864257.448	1	< 0.1%
-8864253.24	2	< 0.1%
-8864218.911	12	< 0.1%
-8864155.335	2	< 0.1%

Value	Count	Frequency (%)
6.32778 × 10^-9	5750	1.5%
-8807825.644	15	< 0.1%
-8807942.195	2	< 0.1%
-8808009.7	5	< 0.1%
-8808088.381	5	< 0.1%
-8808142.037	2	< 0.1%
-8808272.927	3	< 0.1%
-8808330.222	18	< 0.1%
-8808360.446	1	< 0.1%
-8808398.583	1	< 0.1%

Y
Real number (ℝ)

Distinct	19048
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5336600.6

Minimum	5.664924 × 10^-9
Maximum	5442747
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	5.664924 × 10^-9
5-th percentile	5408411
Q1	5412926.4
median	5419022.1
Q3	5426947.4
95-th percentile	5433698.9
Maximum	5442747
Range	5442747
Interquartile range (IQR)	14021

Descriptive statistics

Standard deviation	667897.17
Coefficient of variation (CV)	0.12515405
Kurtosis	59.850214
Mean	5336600.6
Median Absolute Deviation (MAD)	6619.4754
Skewness	-7.8638611
Sum	1.990013 × 10¹²
Variance	4.4608663 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.664924 × 10^-9	5750	1.5%
5405605.583	1731	0.5%
5412410.779	1248	0.3%
5412714.173	1046	0.3%
5430940.946	927	0.2%
5412385.869	861	0.2%
5422776.594	845	0.2%
5413187.102	818	0.2%
5412064.284	794	0.2%
5419631.291	742	0.2%
Other values (19038)	358137	96.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.664924 × 10^-9	5750	1.5%
5401671.503	1	< 0.1%
5401808.668	25	< 0.1%
5401812.48	4	< 0.1%
5401904.923	8	< 0.1%
5401913.115	3	< 0.1%
5401967.921	1	< 0.1%
5401988.3	9	< 0.1%
5401992.404	5	< 0.1%
5402006.144	14	< 0.1%

Value	Count	Frequency (%)
5442747.005	4	< 0.1%
5441795.541	2	< 0.1%
5441336.616	9	< 0.1%
5441105.485	1	< 0.1%
5440874.142	4	< 0.1%
5440705.034	17	< 0.1%
5440697.579	5	< 0.1%
5440669.8	2	< 0.1%
5440486.742	9	< 0.1%
5440460.552	4	< 0.1%

OBJECTID
Real number (ℝ)

UNIFORM UNIQUE

Distinct	372899
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	186450

Minimum	1
Maximum	372899
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	1
5-th percentile	18645.9
Q1	93225.5
median	186450
Q3	279674.5
95-th percentile	354254.1
Maximum	372899
Range	372898
Interquartile range (IQR)	186449

Descriptive statistics

Standard deviation	107646.81
Coefficient of variation (CV)	0.5773495
Kurtosis	-1.2
Mean	186450
Median Absolute Deviation (MAD)	93225
Skewness	5.8118263 × 10^-16
Sum	6.9527019 × 10¹⁰
Variance	1.1587836 × 10¹⁰
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
248607	1	< 0.1%
248605	1	< 0.1%
248604	1	< 0.1%
248603	1	< 0.1%
248602	1	< 0.1%
248601	1	< 0.1%
248600	1	< 0.1%
248599	1	< 0.1%
248598	1	< 0.1%
Other values (372889)	372889	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
372899	1	< 0.1%
372898	1	< 0.1%
372897	1	< 0.1%
372896	1	< 0.1%
372895	1	< 0.1%
372894	1	< 0.1%
372893	1	< 0.1%
372892	1	< 0.1%
372891	1	< 0.1%
372890	1	< 0.1%

EVENT_UNIQUE_ID
Text

Distinct	324979
Distinct (%)	87.1%
Missing	0
Missing (%)	0.0%
Memory size	25.1 MiB

Length

Max length	16
Median length	14
Mean length	13.608122
Min length	8

Characters and Unicode

Total characters	5074455
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	288075 ?
Unique (%)	77.3%

Sample

1st row	GO-20141260264
2nd row	GO-20141260033
3rd row	GO-20141259834
4th row	GO-20141264084
5th row	GO-20141260577

Value	Count	Frequency (%)
go-20151785704	24	< 0.1%
go-201967831	23	< 0.1%
go-20231711203	21	< 0.1%
go-2023651649	21	< 0.1%
go-20222426282	20	< 0.1%
go-2015840772	16	< 0.1%
go-20222160871	15	< 0.1%
go-20231821011	13	< 0.1%
go-20231830916	13	< 0.1%
go-2019817050	12	< 0.1%
Other values (324969)	372721	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
2	885049	17.4%
0	627112	12.4%
1	625617	12.3%
G	372899	7.3%
O	372899	7.3%
-	372899	7.3%
3	289439	5.7%
9	259001	5.1%
4	256994	5.1%
8	255142	5.0%
Other values (3)	757404	14.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3955758	78.0%
Uppercase Letter	745798	14.7%
Dash Punctuation	372899	7.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	885049	22.4%
0	627112	15.9%
1	625617	15.8%
3	289439	7.3%
9	259001	6.5%
4	256994	6.5%
8	255142	6.4%
7	253591	6.4%
5	252879	6.4%
6	250934	6.3%

Uppercase Letter

Value	Count	Frequency (%)
G	372899	50.0%
O	372899	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	372899	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4328657	85.3%
Latin	745798	14.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	885049	20.4%
0	627112	14.5%
1	625617	14.5%
-	372899	8.6%
3	289439	6.7%
9	259001	6.0%
4	256994	5.9%
8	255142	5.9%
7	253591	5.9%
5	252879	5.8%

Latin

Value	Count	Frequency (%)
G	372899	50.0%
O	372899	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5074455	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	885049	17.4%
0	627112	12.4%
1	625617	12.3%
G	372899	7.3%
O	372899	7.3%
-	372899	7.3%
3	289439	5.7%
9	259001	5.1%
4	256994	5.1%
8	255142	5.0%
Other values (3)	757404	14.9%

REPORT_DATE
Date

Distinct	3652
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

Minimum	2014-01-01 05:00:00+00:00
Maximum	2023-12-31 05:00:00+00:00

Histogram

Histogram with fixed size bins (bins=50)

OCC_DATE
Date

Distinct	4130
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

Minimum	1966-06-09 04:00:00+00:00
Maximum	2023-12-31 05:00:00+00:00

Histogram

Histogram with fixed size bins (bins=50)

REPORT_YEAR
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2018.8015

Minimum	2014
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	2014
5-th percentile	2014
Q1	2016
median	2019
Q3	2021
95-th percentile	2023
Maximum	2023
Range	9
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.9035854
Coefficient of variation (CV)	0.0014382719
Kurtosis	-1.2201334
Mean	2018.8015
Median Absolute Deviation (MAD)	3
Skewness	-0.099458405
Sum	7.5280906 × 10⁸
Variance	8.4308082
Monotonicity	Increasing

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2023	49395	13.2%
2022	41681	11.2%
2019	40124	10.8%
2018	37372	10.0%
2020	35177	9.4%
2017	35142	9.4%
2021	35132	9.4%
2016	33532	9.0%
2015	32884	8.8%
2014	32460	8.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2014	32460	8.7%
2015	32884	8.8%
2016	33532	9.0%
2017	35142	9.4%
2018	37372	10.0%
2019	40124	10.8%
2020	35177	9.4%
2021	35132	9.4%
2022	41681	11.2%
2023	49395	13.2%

Value	Count	Frequency (%)
2023	49395	13.2%
2022	41681	11.2%
2021	35132	9.4%
2020	35177	9.4%
2019	40124	10.8%
2018	37372	10.0%
2017	35142	9.4%
2016	33532	9.0%
2015	32884	8.8%
2014	32460	8.7%

REPORT_MONTH
Categorical

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.5 MiB

October	33317
August	33152
July	33002
November	32565
September	32232
Other values (7)	208631

Length

Max length	9
Median length	7
Mean length	6.1413546
Min length	3

Characters and Unicode

Total characters	2290105
Distinct characters	26
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	January
2nd row	January
3rd row	January
4th row	January
5th row	January

Common Values

Value	Count	Frequency (%)
October	33317	8.9%
August	33152	8.9%
July	33002	8.9%
November	32565	8.7%
September	32232	8.6%
May	32186	8.6%
June	31705	8.5%
December	30478	8.2%
March	29784	8.0%
April	29304	7.9%
Other values (2)	55174	14.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
october	33317	8.9%
august	33152	8.9%
july	33002	8.9%
november	32565	8.7%
september	32232	8.6%
may	32186	8.6%
june	31705	8.5%
december	30478	8.2%
march	29784	8.0%
april	29304	7.9%
Other values (2)	55174	14.8%

Most occurring characters

Value	Count	Frequency (%)
e	344780	15.1%
r	269352	11.8%
u	186185	8.1%
b	155090	6.8%
a	145820	6.4%
y	120362	5.3%
t	98701	4.3%
m	95275	4.2%
c	93579	4.1%
J	93383	4.1%
Other values (16)	687578	30.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1917206	83.7%
Uppercase Letter	372899	16.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	344780	18.0%
r	269352	14.0%
u	186185	9.7%
b	155090	8.1%
a	145820	7.6%
y	120362	6.3%
t	98701	5.1%
m	95275	5.0%
c	93579	4.9%
o	65882	3.4%
Other values (8)	342180	17.8%

Uppercase Letter

Value	Count	Frequency (%)
J	93383	25.0%
A	62456	16.7%
M	61970	16.6%
O	33317	8.9%
N	32565	8.7%
S	32232	8.6%
D	30478	8.2%
F	26498	7.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2290105	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	344780	15.1%
r	269352	11.8%
u	186185	8.1%
b	155090	6.8%
a	145820	6.4%
y	120362	5.3%
t	98701	4.3%
m	95275	4.2%
c	93579	4.1%
J	93383	4.1%
Other values (16)	687578	30.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2290105	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	344780	15.1%
r	269352	11.8%
u	186185	8.1%
b	155090	6.8%
a	145820	6.4%
y	120362	5.3%
t	98701	4.3%
m	95275	4.2%
c	93579	4.1%
J	93383	4.1%
Other values (16)	687578	30.0%

REPORT_DAY
Real number (ℝ)

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.748146

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.7690536
Coefficient of variation (CV)	0.55683085
Kurtosis	-1.1827777
Mean	15.748146
Median Absolute Deviation (MAD)	8
Skewness	0.0015022035
Sum	5872468
Variance	76.896301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
18	12679	3.4%
17	12606	3.4%
22	12539	3.4%
20	12489	3.3%
19	12434	3.3%
23	12421	3.3%
16	12417	3.3%
11	12331	3.3%
1	12329	3.3%
28	12323	3.3%
Other values (21)	248331	66.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	12329	3.3%
2	11987	3.2%
3	12134	3.3%
4	12092	3.2%
5	11988	3.2%
6	12161	3.3%
7	12247	3.3%
8	12095	3.2%
9	12282	3.3%
10	12162	3.3%

Value	Count	Frequency (%)
31	7189	1.9%
30	11110	3.0%
29	11167	3.0%
28	12323	3.3%
27	12232	3.3%
26	11928	3.2%
25	12056	3.2%
24	12289	3.3%
23	12421	3.3%
22	12539	3.4%

REPORT_DOY
Real number (ℝ)

Distinct	366
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	187.19402

Minimum	1
Maximum	366
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	1
5-th percentile	21
Q1	99
median	190
Q3	277
95-th percentile	346
Maximum	366
Range	365
Interquartile range (IQR)	178

Descriptive statistics

Standard deviation	103.73981
Coefficient of variation (CV)	0.55418333
Kurtosis	-1.1668373
Mean	187.19402
Median Absolute Deviation (MAD)	89
Skewness	-0.060215137
Sum	69804463
Variance	10761.947
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
231	1209	0.3%
304	1209	0.3%
261	1184	0.3%
204	1183	0.3%
259	1167	0.3%
262	1163	0.3%
240	1156	0.3%
160	1153	0.3%
144	1153	0.3%
290	1150	0.3%
Other values (356)	361172	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1142	0.3%
2	823	0.2%
3	864	0.2%
4	902	0.2%
5	893	0.2%
6	927	0.2%
7	919	0.2%
8	939	0.3%
9	923	0.2%
10	927	0.2%

Value	Count	Frequency (%)
366	170	< 0.1%
365	1010	0.3%
364	932	0.2%
363	929	0.2%
362	927	0.2%
361	866	0.2%
360	747	0.2%
359	765	0.2%
358	904	0.2%
357	977	0.3%

REPORT_DOW
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	23.8 MiB

Monday	55045
Friday	54686
Tuesday	54002
Wednesday	53820
Thursday	53455
Other values (2)	101891

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	3728990
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Wednesday
2nd row	Wednesday
3rd row	Wednesday
4th row	Wednesday
5th row	Wednesday

Common Values

Value	Count	Frequency (%)
Monday	55045	14.8%
Friday	54686	14.7%
Tuesday	54002	14.5%
Wednesday	53820	14.4%
Thursday	53455	14.3%
Saturday	51397	13.8%
Sunday	50494	13.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
monday	55045	14.8%
friday	54686	14.7%
tuesday	54002	14.5%
wednesday	53820	14.4%
thursday	53455	14.3%
saturday	51397	13.8%
sunday	50494	13.5%

Most occurring characters

Value	Count	Frequency (%)
	1066430	28.6%
d	426719	11.4%
a	424296	11.4%
y	372899	10.0%
u	209348	5.6%
e	161642	4.3%
s	161277	4.3%
r	159538	4.3%
n	159359	4.3%
T	107457	2.9%
Other values (8)	480025	12.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2289661	61.4%
Space Separator	1066430	28.6%
Uppercase Letter	372899	10.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	426719	18.6%
a	424296	18.5%
y	372899	16.3%
u	209348	9.1%
e	161642	7.1%
s	161277	7.0%
r	159538	7.0%
n	159359	7.0%
o	55045	2.4%
i	54686	2.4%
Other values (2)	104852	4.6%

Uppercase Letter

Value	Count	Frequency (%)
T	107457	28.8%
S	101891	27.3%
M	55045	14.8%
F	54686	14.7%
W	53820	14.4%

Space Separator

Value	Count	Frequency (%)
	1066430	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2662560	71.4%
Common	1066430	28.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	426719	16.0%
a	424296	15.9%
y	372899	14.0%
u	209348	7.9%
e	161642	6.1%
s	161277	6.1%
r	159538	6.0%
n	159359	6.0%
T	107457	4.0%
S	101891	3.8%
Other values (7)	378134	14.2%

Common

Value	Count	Frequency (%)
	1066430	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3728990	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1066430	28.6%
d	426719	11.4%
a	424296	11.4%
y	372899	10.0%
u	209348	5.6%
e	161642	4.3%
s	161277	4.3%
r	159538	4.3%
n	159359	4.3%
T	107457	2.9%
Other values (8)	480025	12.9%

REPORT_HOUR
Real number (ℝ)

ZEROS

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.714494

Minimum	0
Maximum	23
Zeros	12562
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	8
median	13
Q3	18
95-th percentile	22
Maximum	23
Range	23
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	6.4709604
Coefficient of variation (CV)	0.50894362
Kurtosis	-0.90339735
Mean	12.714494
Median Absolute Deviation (MAD)	5
Skewness	-0.27548796
Sum	4741222
Variance	41.873329
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
15	19655	5.3%
13	19238	5.2%
14	19059	5.1%
12	19043	5.1%
18	18985	5.1%
16	18811	5.0%
19	18692	5.0%
9	18601	5.0%
17	18282	4.9%
11	18054	4.8%
Other values (14)	184479	49.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12562	3.4%
1	11680	3.1%
2	11018	3.0%
3	9371	2.5%
4	7950	2.1%
5	6960	1.9%
6	10185	2.7%
7	13651	3.7%
8	16420	4.4%
9	18601	5.0%

Value	Count	Frequency (%)
23	15167	4.1%
22	15994	4.3%
21	17615	4.7%
20	18017	4.8%
19	18692	5.0%
18	18985	5.1%
17	18282	4.9%
16	18811	5.0%
15	19655	5.3%
14	19059	5.1%

OCC_YEAR
Real number (ℝ)

Distinct	24
Distinct (%)	< 0.1%
Missing	111
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2018.7434

Minimum	2000
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	2000
5-th percentile	2014
Q1	2016
median	2019
Q3	2021
95-th percentile	2023
Maximum	2023
Range	23
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.940644
Coefficient of variation (CV)	0.0014566705
Kurtosis	-0.75723702
Mean	2018.7434
Median Absolute Deviation (MAD)	3
Skewness	-0.18300771
Sum	7.5256331 × 10⁸
Variance	8.6473869
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
2023	47833	12.8%
2022	41299	11.1%
2019	40098	10.8%
2018	37545	10.1%
2017	35547	9.5%
2020	35196	9.4%
2021	34777	9.3%
2016	33654	9.0%
2015	32938	8.8%
2014	32477	8.7%
Other values (14)	1424	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2000	27	< 0.1%
2001	22	< 0.1%
2002	23	< 0.1%
2003	17	< 0.1%
2004	31	< 0.1%
2005	36	< 0.1%
2006	23	< 0.1%
2007	36	< 0.1%
2008	49	< 0.1%
2009	82	< 0.1%

Value	Count	Frequency (%)
2023	47833	12.8%
2022	41299	11.1%
2021	34777	9.3%
2020	35196	9.4%
2019	40098	10.8%
2018	37545	10.1%
2017	35547	9.5%
2016	33654	9.0%
2015	32938	8.8%
2014	32477	8.7%

OCC_MONTH
Categorical

Distinct	12
Distinct (%)	< 0.1%
Missing	111
Missing (%)	< 0.1%
Memory size	22.5 MiB

October	33207
July	32971
August	32904
September	32190
November	32112
Other values (7)	209404

Length

Max length	9
Median length	7
Mean length	6.1424536
Min length	3

Characters and Unicode

Total characters	2289833
Distinct characters	26
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	January
2nd row	December
3rd row	January
4th row	December
5th row	January

Common Values

Value	Count	Frequency (%)
October	33207	8.9%
July	32971	8.8%
August	32904	8.8%
September	32190	8.6%
November	32112	8.6%
June	32085	8.6%
May	32001	8.6%
December	30578	8.2%
January	29824	8.0%
March	29419	7.9%
Other values (2)	55497	14.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
october	33207	8.9%
july	32971	8.8%
august	32904	8.8%
september	32190	8.6%
november	32112	8.6%
june	32085	8.6%
may	32001	8.6%
december	30578	8.2%
january	29824	8.0%
march	29419	7.9%
Other values (2)	55497	14.9%

Most occurring characters

Value	Count	Frequency (%)
e	344205	15.0%
r	269212	11.8%
u	187073	8.2%
b	154472	6.7%
a	147453	6.4%
y	121181	5.3%
t	98301	4.3%
m	94880	4.1%
J	94880	4.1%
c	93204	4.1%
Other values (16)	684972	29.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1917045	83.7%
Uppercase Letter	372788	16.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	344205	18.0%
r	269212	14.0%
u	187073	9.8%
b	154472	8.1%
a	147453	7.7%
y	121181	6.3%
t	98301	5.1%
m	94880	4.9%
c	93204	4.9%
o	65319	3.4%
Other values (8)	341745	17.8%

Uppercase Letter

Value	Count	Frequency (%)
J	94880	25.5%
A	62016	16.6%
M	61420	16.5%
O	33207	8.9%
S	32190	8.6%
N	32112	8.6%
D	30578	8.2%
F	26385	7.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2289833	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	344205	15.0%
r	269212	11.8%
u	187073	8.2%
b	154472	6.7%
a	147453	6.4%
y	121181	5.3%
t	98301	4.3%
m	94880	4.1%
J	94880	4.1%
c	93204	4.1%
Other values (16)	684972	29.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2289833	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	344205	15.0%
r	269212	11.8%
u	187073	8.2%
b	154472	6.7%
a	147453	6.4%
y	121181	5.3%
t	98301	4.3%
m	94880	4.1%
J	94880	4.1%
c	93204	4.1%
Other values (16)	684972	29.9%

OCC_DAY
Real number (ℝ)

Distinct	31
Distinct (%)	< 0.1%
Missing	111
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	15.449821

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	8
median	15
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.9270578
Coefficient of variation (CV)	0.57780978
Kurtosis	-1.1913142
Mean	15.449821
Median Absolute Deviation (MAD)	8
Skewness	0.010426992
Sum	5759508
Variance	79.692361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1	19894	5.3%
18	12522	3.4%
20	12412	3.3%
15	12364	3.3%
17	12317	3.3%
16	12190	3.3%
12	12140	3.3%
19	12124	3.3%
24	12104	3.2%
14	12057	3.2%
Other values (21)	242664	65.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	19894	5.3%
2	11753	3.2%
3	11783	3.2%
4	11611	3.1%
5	11870	3.2%
6	11874	3.2%
7	11838	3.2%
8	11770	3.2%
9	12048	3.2%
10	11981	3.2%

Value	Count	Frequency (%)
31	7270	1.9%
30	10923	2.9%
29	10840	2.9%
28	11911	3.2%
27	11966	3.2%
26	11607	3.1%
25	11918	3.2%
24	12104	3.2%
23	11998	3.2%
22	11959	3.2%

OCC_DOY
Real number (ℝ)

Distinct	366
Distinct (%)	0.1%
Missing	111
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	186.38427

Minimum	1
Maximum	366
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	1
5-th percentile	19
Q1	98
median	188
Q3	276
95-th percentile	346
Maximum	366
Range	365
Interquartile range (IQR)	178

Descriptive statistics

Standard deviation	104.10708
Coefficient of variation (CV)	0.55856153
Kurtosis	-1.162468
Mean	186.38427
Median Absolute Deviation (MAD)	89
Skewness	-0.060446032
Sum	69481820
Variance	10838.285
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	2973	0.8%
305	1585	0.4%
182	1565	0.4%
244	1549	0.4%
152	1549	0.4%
274	1447	0.4%
121	1413	0.4%
60	1407	0.4%
213	1396	0.4%
335	1370	0.4%
Other values (356)	356534	95.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2973	0.8%
2	814	0.2%
3	811	0.2%
4	845	0.2%
5	899	0.2%
6	897	0.2%
7	900	0.2%
8	926	0.2%
9	896	0.2%
10	915	0.2%

Value	Count	Frequency (%)
366	197	0.1%
365	981	0.3%
364	865	0.2%
363	888	0.2%
362	861	0.2%
361	860	0.2%
360	793	0.2%
359	875	0.2%
358	997	0.3%
357	1002	0.3%

OCC_DOW
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	111
Missing (%)	< 0.1%
Memory size	23.8 MiB

Friday	56230
Saturday	54923
Sunday	53046
Thursday	52779
Wednesday	52504
Other values (2)	103306

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	3727880
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Wednesday
2nd row	Tuesday
3rd row	Wednesday
4th row	Tuesday
5th row	Wednesday

Common Values

Value	Count	Frequency (%)
Friday	56230	15.1%
Saturday	54923	14.7%
Sunday	53046	14.2%
Thursday	52779	14.2%
Wednesday	52504	14.1%
Monday	51866	13.9%
Tuesday	51440	13.8%
(Missing)	111	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
friday	56230	15.1%
saturday	54923	14.7%
sunday	53046	14.2%
thursday	52779	14.2%
wednesday	52504	14.1%
monday	51866	13.9%
tuesday	51440	13.8%

Most occurring characters

Value	Count	Frequency (%)
	1066796	28.6%
a	427711	11.5%
d	425292	11.4%
y	372788	10.0%
u	212188	5.7%
r	163932	4.4%
n	157416	4.2%
s	156723	4.2%
e	156448	4.2%
S	107969	2.9%
Other values (8)	480617	12.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2288296	61.4%
Space Separator	1066796	28.6%
Uppercase Letter	372788	10.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	427711	18.7%
d	425292	18.6%
y	372788	16.3%
u	212188	9.3%
r	163932	7.2%
n	157416	6.9%
s	156723	6.8%
e	156448	6.8%
i	56230	2.5%
t	54923	2.4%
Other values (2)	104645	4.6%

Uppercase Letter

Value	Count	Frequency (%)
S	107969	29.0%
T	104219	28.0%
F	56230	15.1%
W	52504	14.1%
M	51866	13.9%

Space Separator

Value	Count	Frequency (%)
	1066796	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2661084	71.4%
Common	1066796	28.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	427711	16.1%
d	425292	16.0%
y	372788	14.0%
u	212188	8.0%
r	163932	6.2%
n	157416	5.9%
s	156723	5.9%
e	156448	5.9%
S	107969	4.1%
T	104219	3.9%
Other values (7)	376398	14.1%

Common

Value	Count	Frequency (%)
	1066796	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3727880	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1066796	28.6%
a	427711	11.5%
d	425292	11.4%
y	372788	10.0%
u	212188	5.7%
r	163932	4.4%
n	157416	4.2%
s	156723	4.2%
e	156448	4.2%
S	107969	2.9%
Other values (8)	480617	12.9%

OCC_HOUR
Real number (ℝ)

ZEROS

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.565142

Minimum	0
Maximum	23
Zeros	25847
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	14
Q3	19
95-th percentile	23
Maximum	23
Range	23
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	7.273746
Coefficient of variation (CV)	0.5788829
Kurtosis	-1.1495376
Mean	12.565142
Median Absolute Deviation (MAD)	6
Skewness	-0.33070125
Sum	4685529
Variance	52.90738
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	25847	6.9%
12	20342	5.5%
21	20305	5.4%
18	20223	5.4%
20	20182	5.4%
22	20110	5.4%
23	19554	5.2%
19	19489	5.2%
17	18746	5.0%
15	18013	4.8%
Other values (14)	170088	45.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25847	6.9%
1	15222	4.1%
2	15079	4.0%
3	12462	3.3%
4	9964	2.7%
5	7663	2.1%
6	6672	1.8%
7	7714	2.1%
8	10508	2.8%
9	12222	3.3%

Value	Count	Frequency (%)
23	19554	5.2%
22	20110	5.4%
21	20305	5.4%
20	20182	5.4%
19	19489	5.2%
18	20223	5.4%
17	18746	5.0%
16	17296	4.6%
15	18013	4.8%
14	15359	4.1%

DIVISION
Categorical

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.3 MiB

D51	30937
D32	29260
D31	27493
D14	26085
D43	25998
Other values (13)	233126

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1118697
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	D43
2nd row	D42
3rd row	D53
4th row	D32
5th row	NSA

Common Values

Value	Count	Frequency (%)
D51	30937	8.3%
D32	29260	7.8%
D31	27493	7.4%
D14	26085	7.0%
D43	25998	7.0%
D41	25958	7.0%
D22	24589	6.6%
D23	24207	6.5%
D55	22888	6.1%
D42	22500	6.0%
Other values (8)	112984	30.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
d51	30937	8.3%
d32	29260	7.8%
d31	27493	7.4%
d14	26085	7.0%
d43	25998	7.0%
d41	25958	7.0%
d22	24589	6.6%
d23	24207	6.5%
d55	22888	6.1%
d42	22500	6.0%
Other values (8)	112984	30.3%

Most occurring characters

Value	Count	Frequency (%)
D	369081	33.0%
3	173299	15.5%
1	169676	15.2%
2	163372	14.6%
5	124928	11.2%
4	106887	9.6%
N	3818	0.3%
S	3818	0.3%
A	3818	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	738162	66.0%
Uppercase Letter	380535	34.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	173299	23.5%
1	169676	23.0%
2	163372	22.1%
5	124928	16.9%
4	106887	14.5%

Uppercase Letter

Value	Count	Frequency (%)
D	369081	97.0%
N	3818	1.0%
S	3818	1.0%
A	3818	1.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	738162	66.0%
Latin	380535	34.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	173299	23.5%
1	169676	23.0%
2	163372	22.1%
5	124928	16.9%
4	106887	14.5%

Latin

Value	Count	Frequency (%)
D	369081	97.0%
N	3818	1.0%
S	3818	1.0%
A	3818	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1118697	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
D	369081	33.0%
3	173299	15.5%
1	169676	15.2%
2	163372	14.6%
5	124928	11.2%
4	106887	9.6%
N	3818	0.3%
S	3818	0.3%
A	3818	0.3%

LOCATION_TYPE
Text

Distinct	54
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	36.2 MiB

Length

Max length	70
Median length	65
Mean length	44.855148
Min length	6

Characters and Unicode

Total characters	16726440
Distinct characters	55
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Go Train
2nd row	Single Home, House (Attach Garage, Cottage, Mobile)
3rd row	Bar / Restaurant
4th row	Bar / Restaurant
5th row	Streets, Roads, Highways (Bicycle Path, Private Road)

Value	Count	Frequency (%)
house	157039	7.0%
apartment	87813	3.9%
condo	87813	3.9%
rooming	87813	3.9%
commercial	83709	3.7%
	79212	3.5%
garage	71408	3.2%
home	69426	3.1%
mobile	67618	3.0%
single	67618	3.0%
Other values (135)	1394751	61.9%

Most occurring characters

Value	Count	Frequency (%)
	1881321	11.2%
o	1404577	8.4%
e	1375828	8.2%
a	1086712	6.5%
t	1069028	6.4%
r	925148	5.5%
i	745605	4.5%
,	656697	3.9%
s	579054	3.5%
n	536498	3.2%
Other values (45)	6465972	38.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11162861	66.7%
Uppercase Letter	2219507	13.3%
Space Separator	1881321	11.2%
Other Punctuation	817396	4.9%
Open Punctuation	323417	1.9%
Close Punctuation	280477	1.7%
Dash Punctuation	41461	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	1404577	12.6%
e	1375828	12.3%
a	1086712	9.7%
t	1069028	9.6%
r	925148	8.3%
i	745605	6.7%
s	579054	5.2%
n	536498	4.8%
m	490567	4.4%
l	484369	4.3%
Other values (14)	2465475	22.1%

Uppercase Letter

Value	Count	Frequency (%)
C	382624	17.2%
H	297405	13.4%
P	266073	12.0%
R	231563	10.4%
A	211015	9.5%
S	187446	8.4%
B	130805	5.9%
O	90671	4.1%
M	89440	4.0%
G	78971	3.6%
Other values (12)	253494	11.4%

Other Punctuation

Value	Count	Frequency (%)
,	656697	80.3%
.	78449	9.6%
/	75100	9.2%
&	4112	0.5%
'	3038	0.4%

Space Separator

Value	Count	Frequency (%)
	1881321	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	323417	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	280477	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	41461	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13382368	80.0%
Common	3344072	20.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	1404577	10.5%
e	1375828	10.3%
a	1086712	8.1%
t	1069028	8.0%
r	925148	6.9%
i	745605	5.6%
s	579054	4.3%
n	536498	4.0%
m	490567	3.7%
l	484369	3.6%
Other values (36)	4684982	35.0%

Common

Value	Count	Frequency (%)
	1881321	56.3%
,	656697	19.6%
(	323417	9.7%
)	280477	8.4%
.	78449	2.3%
/	75100	2.2%
-	41461	1.2%
&	4112	0.1%
'	3038	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16726440	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1881321	11.2%
o	1404577	8.4%
e	1375828	8.2%
a	1086712	6.5%
t	1069028	6.4%
r	925148	5.5%
i	745605	4.5%
,	656697	3.9%
s	579054	3.5%
n	536498	3.2%
Other values (45)	6465972	38.7%

PREMISES_TYPE
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	23.0 MiB

Outside	100335
Apartment	87813
Commercial	74310
House	67618
Other	22257
Other values (2)	20566

Length

Max length	11
Median length	10
Mean length	7.6876446
Min length	5

Characters and Unicode

Total characters	2866715
Distinct characters	21
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Transit
2nd row	House
3rd row	Commercial
4th row	Commercial
5th row	Outside

Common Values

Value	Count	Frequency (%)
Outside	100335	26.9%
Apartment	87813	23.5%
Commercial	74310	19.9%
House	67618	18.1%
Other	22257	6.0%
Transit	11162	3.0%
Educational	9404	2.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
outside	100335	26.9%
apartment	87813	23.5%
commercial	74310	19.9%
house	67618	18.1%
other	22257	6.0%
transit	11162	3.0%
educational	9404	2.5%

Most occurring characters

Value	Count	Frequency (%)
e	352333	12.3%
t	318784	11.1%
m	236433	8.2%
r	195542	6.8%
i	195211	6.8%
a	192093	6.7%
s	179115	6.2%
u	177357	6.2%
o	151332	5.3%
O	122592	4.3%
Other values (11)	745923	26.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2493816	87.0%
Uppercase Letter	372899	13.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	352333	14.1%
t	318784	12.8%
m	236433	9.5%
r	195542	7.8%
i	195211	7.8%
a	192093	7.7%
s	179115	7.2%
u	177357	7.1%
o	151332	6.1%
d	109739	4.4%
Other values (5)	385877	15.5%

Uppercase Letter

Value	Count	Frequency (%)
O	122592	32.9%
A	87813	23.5%
C	74310	19.9%
H	67618	18.1%
T	11162	3.0%
E	9404	2.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2866715	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	352333	12.3%
t	318784	11.1%
m	236433	8.2%
r	195542	6.8%
i	195211	6.8%
a	192093	6.7%
s	179115	6.2%
u	177357	6.2%
o	151332	5.3%
O	122592	4.3%
Other values (11)	745923	26.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2866715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	352333	12.3%
t	318784	11.1%
m	236433	8.2%
r	195542	6.8%
i	195211	6.8%
a	192093	6.7%
s	179115	6.2%
u	177357	6.2%
o	151332	5.3%
O	122592	4.3%
Other values (11)	745923	26.0%

UCR_CODE
Real number (ℝ)

Distinct	22
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1710.2809

Minimum	1410
Maximum	2135
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	1410
5-th percentile	1420
Q1	1430
median	1457
Q3	2120
95-th percentile	2135
Maximum	2135
Range	725
Interquartile range (IQR)	690

Descriptive statistics

Standard deviation	329.15942
Coefficient of variation (CV)	0.19245928
Kurtosis	-1.7438895
Mean	1710.2809
Median Absolute Deviation (MAD)	37
Skewness	0.43854082
Sum	6.3776202 × 10⁸
Variance	108345.92
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
1430	135814	36.4%
2120	70119	18.8%
2135	58441	15.7%
1420	42319	11.3%
1610	33919	9.1%
2130	8794	2.4%
1460	6408	1.7%
1480	3994	1.1%
1450	3993	1.1%
2132	3075	0.8%
Other values (12)	6023	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1410	2903	0.8%
1420	42319	11.3%
1430	135814	36.4%
1440	16	< 0.1%
1450	3993	1.1%
1455	211	0.1%
1457	1350	0.4%
1460	6408	1.7%
1461	741	0.2%
1462	28	< 0.1%

Value	Count	Frequency (%)
2135	58441	15.7%
2133	614	0.2%
2132	3075	0.8%
2130	8794	2.4%
2125	13	< 0.1%
2121	16	< 0.1%
2120	70119	18.8%
1611	2	< 0.1%
1610	33919	9.1%
1480	3994	1.1%

UCR_EXT
Real number (ℝ)

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	147.38701

Minimum	100
Maximum	230
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	100
5-th percentile	100
Q1	100
median	100
Q3	200
95-th percentile	210
Maximum	230
Range	130
Interquartile range (IQR)	100

Descriptive statistics

Standard deviation	52.252193
Coefficient of variation (CV)	0.35452373
Kurtosis	-1.8892691
Mean	147.38701
Median Absolute Deviation (MAD)	0
Skewness	0.24983236
Sum	54960469
Variance	2730.2917
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
100	191972	51.5%
200	73268	19.6%
210	72843	19.5%
220	14427	3.9%
110	10758	2.9%
180	2524	0.7%
120	2353	0.6%
130	1290	0.3%
140	1211	0.3%
150	1124	0.3%
Other values (6)	1129	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100	191972	51.5%
110	10758	2.9%
120	2353	0.6%
130	1290	0.3%
140	1211	0.3%
150	1124	0.3%
160	268	0.1%
170	300	0.1%
180	2524	0.7%
190	118	< 0.1%

Value	Count	Frequency (%)
230	122	< 0.1%
220	14427	3.9%
215	177	< 0.1%
211	144	< 0.1%
210	72843	19.5%
200	73268	19.6%
190	118	< 0.1%
180	2524	0.7%
170	300	0.1%
160	268	0.1%

OFFENCE
Text

Distinct	51
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	24.8 MiB

Length

Max length	30
Median length	29
Mean length	12.653158
Min length	3

Characters and Unicode

Total characters	4718350
Distinct characters	52
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Assault
2nd row	Assault
3rd row	Assault With Weapon
4th row	Assault Bodily Harm
5th row	Robbery - Swarming

Value	Count	Frequency (%)
assault	191436	23.9%
theft	70924	8.9%
b&e	67929	8.5%
vehicle	62727	7.8%
motor	61516	7.7%
of	58450	7.3%
with	42198	5.3%
weapon	39898	5.0%
	37394	4.7%
robbery	33921	4.2%
Other values (79)	133631	16.7%

Most occurring characters

Value	Count	Frequency (%)
	427125	9.1%
s	420424	8.9%
t	411651	8.7%
e	366930	7.8%
l	281279	6.0%
a	276620	5.9%
o	219356	4.6%
u	213268	4.5%
A	196575	4.2%
h	188974	4.0%
Other values (42)	1716148	36.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3326519	70.5%
Uppercase Letter	843266	17.9%
Space Separator	427125	9.1%
Other Punctuation	84966	1.8%
Dash Punctuation	36474	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	420424	12.6%
t	411651	12.4%
e	366930	11.0%
l	281279	8.5%
a	276620	8.3%
o	219356	6.6%
u	213268	6.4%
h	188974	5.7%
i	172311	5.2%
r	160308	4.8%
Other values (14)	615398	18.5%

Uppercase Letter

Value	Count	Frequency (%)
A	196575	23.3%
W	91591	10.9%
B	83523	9.9%
O	82633	9.8%
T	72262	8.6%
M	72085	8.5%
E	67929	8.1%
V	62740	7.4%
R	38966	4.6%
I	16188	1.9%
Other values (12)	58774	7.0%

Other Punctuation

Value	Count	Frequency (%)
&	67929	79.9%
'	8754	10.3%
/	8254	9.7%
:	29	< 0.1%

Space Separator

Value	Count	Frequency (%)
	427125	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	36474	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4169785	88.4%
Common	548565	11.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	420424	10.1%
t	411651	9.9%
e	366930	8.8%
l	281279	6.7%
a	276620	6.6%
o	219356	5.3%
u	213268	5.1%
A	196575	4.7%
h	188974	4.5%
i	172311	4.1%
Other values (36)	1422397	34.1%

Common

Value	Count	Frequency (%)
	427125	77.9%
&	67929	12.4%
-	36474	6.6%
'	8754	1.6%
/	8254	1.5%
:	29	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4718350	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	427125	9.1%
s	420424	8.9%
t	411651	8.7%
e	366930	7.8%
l	281279	6.0%
a	276620	5.9%
o	219356	4.6%
u	213268	4.5%
A	196575	4.2%
h	188974	4.0%
Other values (42)	1716148	36.4%

MCI_CATEGORY
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	23.5 MiB

Assault	197906
Break and Enter	70148
Auto Theft	58441
Robbery	33921
Theft Over	12483

Length

Max length	15
Median length	7
Mean length	9.0755111
Min length	7

Characters and Unicode

Total characters	3384249
Distinct characters	23
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Assault
2nd row	Assault
3rd row	Assault
4th row	Assault
5th row	Robbery

Common Values

Value	Count	Frequency (%)
Assault	197906	53.1%
Break and Enter	70148	18.8%
Auto Theft	58441	15.7%
Robbery	33921	9.1%
Theft Over	12483	3.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
assault	197906	33.9%
theft	70924	12.1%
break	70148	12.0%
and	70148	12.0%
enter	70148	12.0%
auto	58441	10.0%
robbery	33921	5.8%
over	12483	2.1%

Most occurring characters

Value	Count	Frequency (%)
t	397419	11.7%
s	395812	11.7%
a	338202	10.0%
e	257624	7.6%
A	256347	7.6%
u	256347	7.6%
	211220	6.2%
l	197906	5.8%
r	186700	5.5%
n	140296	4.1%
Other values (13)	746376	22.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2659058	78.6%
Uppercase Letter	513971	15.2%
Space Separator	211220	6.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	397419	14.9%
s	395812	14.9%
a	338202	12.7%
e	257624	9.7%
u	256347	9.6%
l	197906	7.4%
r	186700	7.0%
n	140296	5.3%
o	92362	3.5%
h	70924	2.7%
Other values (6)	325466	12.2%

Uppercase Letter

Value	Count	Frequency (%)
A	256347	49.9%
T	70924	13.8%
B	70148	13.6%
E	70148	13.6%
R	33921	6.6%
O	12483	2.4%

Space Separator

Value	Count	Frequency (%)
	211220	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3173029	93.8%
Common	211220	6.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	397419	12.5%
s	395812	12.5%
a	338202	10.7%
e	257624	8.1%
A	256347	8.1%
u	256347	8.1%
l	197906	6.2%
r	186700	5.9%
n	140296	4.4%
o	92362	2.9%
Other values (12)	654014	20.6%

Common

Value	Count	Frequency (%)
	211220	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3384249	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	397419	11.7%
s	395812	11.7%
a	338202	10.0%
e	257624	7.6%
A	256347	7.6%
u	256347	7.6%
	211220	6.2%
l	197906	5.8%
r	186700	5.5%
n	140296	4.1%
Other values (13)	746376	22.1%

HOOD_158
Text

Distinct	159
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.1 MiB

Length

Max length	3
Median length	2
Mean length	2.4074347
Min length	1

Characters and Unicode

Total characters	897730
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	143
2nd row	144
3rd row	55
4th row	27
5th row	NSA

Value	Count	Frequency (%)
1	10335	2.8%
73	8641	2.3%
168	7768	2.1%
170	7314	2.0%
27	7269	1.9%
164	6961	1.9%
78	6549	1.8%
nsa	5808	1.6%
136	5741	1.5%
95	5481	1.5%
Other values (149)	301032	80.7%

Most occurring characters

Value	Count	Frequency (%)
1	244712	27.3%
6	92006	10.2%
2	85465	9.5%
3	76757	8.6%
4	73546	8.2%
7	73006	8.1%
5	72735	8.1%
8	60375	6.7%
0	52901	5.9%
9	48803	5.4%
Other values (3)	17424	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	880306	98.1%
Uppercase Letter	17424	1.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	244712	27.8%
6	92006	10.5%
2	85465	9.7%
3	76757	8.7%
4	73546	8.4%
7	73006	8.3%
5	72735	8.3%
8	60375	6.9%
0	52901	6.0%
9	48803	5.5%

Uppercase Letter

Value	Count	Frequency (%)
N	5808	33.3%
S	5808	33.3%
A	5808	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	880306	98.1%
Latin	17424	1.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	244712	27.8%
6	92006	10.5%
2	85465	9.7%
3	76757	8.7%
4	73546	8.4%
7	73006	8.3%
5	72735	8.3%
8	60375	6.9%
0	52901	6.0%
9	48803	5.5%

Latin

Value	Count	Frequency (%)
N	5808	33.3%
S	5808	33.3%
A	5808	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	897730	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	244712	27.3%
6	92006	10.2%
2	85465	9.5%
3	76757	8.6%
4	73546	8.2%
7	73006	8.1%
5	72735	8.1%
8	60375	6.7%
0	52901	5.9%
9	48803	5.4%
Other values (3)	17424	1.9%

NEIGHBOURHOOD_158
Text

Distinct	159
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	26.2 MiB

Length

Max length	37
Median length	28
Mean length	16.727591
Min length	3

Characters and Unicode

Total characters	6237702
Distinct characters	52
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	West Rouge
2nd row	Morningside Heights
3rd row	Thorncliffe Park
4th row	York University Heights
5th row	NSA

Value	Count	Frequency (%)
park	36331	5.3%
west	36127	5.3%
east	24598	3.6%
heights	20528	3.0%
village	17061	2.5%
north	15884	2.3%
south	14671	2.1%
humber-clairville	10335	1.5%
university	9492	1.4%
york	9403	1.4%
Other values (190)	491105	71.6%

Most occurring characters

Value	Count	Frequency (%)
e	631045	10.1%
o	429185	6.9%
n	408705	6.6%
a	395192	6.3%
r	393933	6.3%
l	373013	6.0%
t	353134	5.7%
i	330303	5.3%
	312636	5.0%
s	261507	4.2%
Other values (42)	2349049	37.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4820066	77.3%
Uppercase Letter	902641	14.5%
Space Separator	312636	5.0%
Dash Punctuation	180986	2.9%
Other Punctuation	21373	0.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
W	87422	9.7%
C	79626	8.8%
P	74002	8.2%
B	66088	7.3%
H	65799	7.3%
S	65770	7.3%
E	55020	6.1%
M	52623	5.8%
D	37273	4.1%
Y	35184	3.9%
Other values (14)	283834	31.4%

Lowercase Letter

Value	Count	Frequency (%)
e	631045	13.1%
o	429185	8.9%
n	408705	8.5%
a	395192	8.2%
r	393933	8.2%
l	373013	7.7%
t	353134	7.3%
i	330303	6.9%
s	261507	5.4%
g	137060	2.8%
Other values (13)	1106989	23.0%

Other Punctuation

Value	Count	Frequency (%)
'	9049	42.3%
.	7948	37.2%
/	4376	20.5%

Space Separator

Value	Count	Frequency (%)
	312636	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	180986	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5722707	91.7%
Common	514995	8.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	631045	11.0%
o	429185	7.5%
n	408705	7.1%
a	395192	6.9%
r	393933	6.9%
l	373013	6.5%
t	353134	6.2%
i	330303	5.8%
s	261507	4.6%
g	137060	2.4%
Other values (37)	2009630	35.1%

Common

Value	Count	Frequency (%)
	312636	60.7%
-	180986	35.1%
'	9049	1.8%
.	7948	1.5%
/	4376	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6237702	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	631045	10.1%
o	429185	6.9%
n	408705	6.6%
a	395192	6.3%
r	393933	6.3%
l	373013	6.0%
t	353134	5.7%
i	330303	5.3%
	312636	5.0%
s	261507	4.2%
Other values (42)	2349049	37.7%

HOOD_140
Text

Distinct	141
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.1 MiB

Length

Max length	3
Median length	2
Mean length	2.217166
Min length	1

Characters and Unicode

Total characters	826779
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	131
2nd row	131
3rd row	55
4th row	27
5th row	NSA

Value	Count	Frequency (%)
77	14112	3.8%
75	12567	3.4%
1	10304	2.8%
76	9589	2.6%
73	8557	2.3%
26	7376	2.0%
27	7322	2.0%
78	6797	1.8%
137	6408	1.7%
14	6382	1.7%
Other values (131)	283485	76.0%

Most occurring characters

Value	Count	Frequency (%)
1	186766	22.6%
7	120050	14.5%
2	96947	11.7%
3	89722	10.9%
5	60750	7.3%
6	60478	7.3%
8	53310	6.4%
4	51433	6.2%
9	46350	5.6%
0	42871	5.2%
Other values (3)	18102	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	808677	97.8%
Uppercase Letter	18102	2.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	186766	23.1%
7	120050	14.8%
2	96947	12.0%
3	89722	11.1%
5	60750	7.5%
6	60478	7.5%
8	53310	6.6%
4	51433	6.4%
9	46350	5.7%
0	42871	5.3%

Uppercase Letter

Value	Count	Frequency (%)
N	6034	33.3%
S	6034	33.3%
A	6034	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	808677	97.8%
Latin	18102	2.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	186766	23.1%
7	120050	14.8%
2	96947	12.0%
3	89722	11.1%
5	60750	7.5%
6	60478	7.5%
8	53310	6.6%
4	51433	6.4%
9	46350	5.7%
0	42871	5.3%

Latin

Value	Count	Frequency (%)
N	6034	33.3%
S	6034	33.3%
A	6034	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	826779	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	186766	22.6%
7	120050	14.5%
2	96947	11.7%
3	89722	10.9%
5	60750	7.3%
6	60478	7.3%
8	53310	6.4%
4	51433	6.2%
9	46350	5.6%
0	42871	5.2%
Other values (3)	18102	2.2%

NEIGHBOURHOOD_140
Text

Distinct	141
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 MiB

Length

Max length	40
Median length	31
Mean length	22.267295
Min length	3

Characters and Unicode

Total characters	8303452
Distinct characters	64
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Rouge (131)
2nd row	Rouge (131)
3rd row	Thorncliffe Park (55)
4th row	York University Heights (27)
5th row	NSA

Value	Count	Frequency (%)
west	36627	3.4%
park	36372	3.4%
corridor	23605	2.2%
east	15066	1.4%
bay	14756	1.4%
communities-the	14112	1.3%
waterfront	14112	1.3%
island	14112	1.3%
77	14112	1.3%
heights	13379	1.3%
Other values (311)	867262	81.5%

Most occurring characters

Value	Count	Frequency (%)
	690616	8.3%
e	605511	7.3%
o	454462	5.5%
r	454004	5.5%
n	418633	5.0%
a	385453	4.6%
)	372032	4.5%
(	372032	4.5%
i	365764	4.4%
t	365716	4.4%
Other values (54)	3819229	46.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4929578	59.4%
Uppercase Letter	924410	11.1%
Decimal Number	808677	9.7%
Space Separator	690616	8.3%
Close Punctuation	372032	4.5%
Open Punctuation	372032	4.5%
Dash Punctuation	185748	2.2%
Other Punctuation	20359	0.2%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	118321	12.8%
W	94370	10.2%
S	71507	7.7%
B	68006	7.4%
P	66457	7.2%
H	58097	6.3%
M	54852	5.9%
D	37438	4.0%
E	37076	4.0%
T	35346	3.8%
Other values (14)	282940	30.6%

Lowercase Letter

Value	Count	Frequency (%)
e	605511	12.3%
o	454462	9.2%
r	454004	9.2%
n	418633	8.5%
a	385453	7.8%
i	365764	7.4%
t	365716	7.4%
l	329631	6.7%
s	266282	5.4%
d	158126	3.2%
Other values (13)	1125996	22.8%

Decimal Number

Value	Count	Frequency (%)
1	186766	23.1%
7	120050	14.8%
2	96947	12.0%
3	89722	11.1%
5	60750	7.5%
6	60478	7.5%
8	53310	6.6%
4	51433	6.4%
9	46350	5.7%
0	42871	5.3%

Other Punctuation

Value	Count	Frequency (%)
.	8010	39.3%
'	7897	38.8%
/	4452	21.9%

Space Separator

Value	Count	Frequency (%)
	690616	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	372032	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	372032	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	185748	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5853988	70.5%
Common	2449464	29.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	605511	10.3%
o	454462	7.8%
r	454004	7.8%
n	418633	7.2%
a	385453	6.6%
i	365764	6.2%
t	365716	6.2%
l	329631	5.6%
s	266282	4.5%
d	158126	2.7%
Other values (37)	2050406	35.0%

Common

Value	Count	Frequency (%)
	690616	28.2%
)	372032	15.2%
(	372032	15.2%
1	186766	7.6%
-	185748	7.6%
7	120050	4.9%
2	96947	4.0%
3	89722	3.7%
5	60750	2.5%
6	60478	2.5%
Other values (7)	214323	8.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8303452	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	690616	8.3%
e	605511	7.3%
o	454462	5.5%
r	454004	5.5%
n	418633	5.0%
a	385453	4.6%
)	372032	4.5%
(	372032	4.5%
i	365764	4.4%
t	365716	4.4%
Other values (54)	3819229	46.0%

LONG_WGS84
Real number (ℝ)

ZEROS

Distinct	19050
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-78.173657

Minimum	-79.639247
Maximum	0
Zeros	5750
Zeros (%)	1.5%
Negative	367149
Negative (%)	98.5%
Memory size	2.8 MiB

Quantile statistics

Minimum	-79.639247
5-th percentile	-79.567608
Q1	-79.473615
median	-79.393919
Q3	-79.321173
95-th percentile	-79.206287
Maximum	0
Range	79.639247
Interquartile range (IQR)	0.1524414

Descriptive statistics

Standard deviation	9.7835764
Coefficient of variation (CV)	-0.12515183
Kurtosis	59.854663
Mean	-78.173657
Median Absolute Deviation (MAD)	0.076201992
Skewness	7.8642927
Sum	-29150878
Variance	95.718368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5750	1.5%
-79.51581405	1731	0.5%
-79.38091295	1248	0.3%
-79.37100285	1046	0.3%
-79.25424114	927	0.2%
-79.37009915	861	0.2%
-79.45130622	845	0.2%
-79.38309225	818	0.2%
-79.37995625	794	0.2%
-79.34661502	742	0.2%
Other values (19040)	358137	96.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-79.63924735	5	< 0.1%
-79.63652515	16	< 0.1%
-79.63522717	31	< 0.1%
-79.63245128	24	< 0.1%
-79.62997118	20	< 0.1%
-79.62919318	12	< 0.1%
-79.62897948	1	< 0.1%
-79.62894168	2	< 0.1%
-79.62863329	12	< 0.1%
-79.62806218	2	< 0.1%

Value	Count	Frequency (%)
0	5750	1.5%
-79.12204396	15	< 0.1%
-79.12309096	2	< 0.1%
-79.12369736	5	< 0.1%
-79.12440417	5	< 0.1%
-79.12488617	2	< 0.1%
-79.12606197	3	< 0.1%
-79.12657666	18	< 0.1%
-79.12684817	1	< 0.1%
-79.12719075	1	< 0.1%

LAT_WGS84
Real number (ℝ)

ZEROS

Distinct	19050
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.032817

Minimum	0
Maximum	43.853164
Zeros	5750
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	0
5-th percentile	43.630323
Q1	43.659676
median	43.699278
Q3	43.750727
95-th percentile	43.794522
Maximum	43.853164
Range	43.853164
Interquartile range (IQR)	0.091051796

Descriptive statistics

Standard deviation	5.3855936
Coefficient of variation (CV)	0.12515085
Kurtosis	59.856635
Mean	43.032817
Median Absolute Deviation (MAD)	0.043006274
Skewness	-7.8644836
Sum	16046894
Variance	29.004619
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5750	1.5%
43.61207981	1731	0.5%
43.6563248	1248	0.3%
43.6582966	1046	0.3%
43.77663627	927	0.2%
43.6561629	861	0.2%
43.72365706	845	0.2%
43.6613701	818	0.2%
43.65407279	794	0.2%
43.70323439	742	0.2%
Other values (19040)	358137	96.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5750	1.5%
43.58648695	1	< 0.1%
43.58737945	25	< 0.1%
43.58740425	4	< 0.1%
43.58800576	8	< 0.1%
43.58805906	3	< 0.1%
43.58841566	1	< 0.1%
43.58854826	9	< 0.1%
43.58857496	5	< 0.1%
43.58866436	14	< 0.1%

Value	Count	Frequency (%)
43.85316389	4	< 0.1%
43.84700008	2	< 0.1%
43.84402682	9	< 0.1%
43.84252933	1	< 0.1%
43.84103043	4	< 0.1%
43.83993472	17	< 0.1%
43.83988642	5	< 0.1%
43.83970643	2	< 0.1%
43.83852032	9	< 0.1%
43.83835062	4	< 0.1%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	X	Y	OBJECTID	EVENT_UNIQUE_ID	REPORT_DATE	OCC_DATE	REPORT_YEAR	REPORT_MONTH	REPORT_DAY	REPORT_DOY	REPORT_DOW	REPORT_HOUR	OCC_YEAR	OCC_MONTH	OCC_DAY	OCC_DOY	OCC_DOW	OCC_HOUR	DIVISION	LOCATION_TYPE	PREMISES_TYPE	UCR_CODE	UCR_EXT	OFFENCE	MCI_CATEGORY	HOOD_158	NEIGHBOURHOOD_158	HOOD_140	NEIGHBOURHOOD_140	LONG_WGS84	LAT_WGS84
0	-8.809036e+06	5.431523e+06	1	GO-20141260264	2014/01/01 05:00:00+00	2014/01/01 05:00:00+00	2014	January	1	1	Wednesday	1	2014.0	January	1.0	1.0	Wednesday	1	D43	Go Train	Transit	1430	100	Assault	Assault	143	West Rouge	131	Rouge (131)	-79.132915	43.780413
1	-8.814320e+06	5.435514e+06	2	GO-20141260033	2014/01/01 05:00:00+00	2013/12/31 05:00:00+00	2014	January	1	1	Wednesday	2	2013.0	December	31.0	365.0	Tuesday	22	D42	Single Home, House (Attach Garage, Cottage, Mobile)	House	1430	100	Assault	Assault	144	Morningside Heights	131	Rouge (131)	-79.180387	43.806289
2	-8.832825e+06	5.419631e+06	3	GO-20141259834	2014/01/01 05:00:00+00	2014/01/01 05:00:00+00	2014	January	1	1	Wednesday	0	2014.0	January	1.0	1.0	Wednesday	0	D53	Bar / Restaurant	Commercial	1420	100	Assault With Weapon	Assault	55	Thorncliffe Park	55	Thorncliffe Park (55)	-79.346615	43.703234
3	-8.847292e+06	5.429042e+06	4	GO-20141264084	2014/01/01 05:00:00+00	2013/12/31 05:00:00+00	2014	January	1	1	Wednesday	22	2013.0	December	31.0	365.0	Tuesday	21	D32	Bar / Restaurant	Commercial	1420	110	Assault Bodily Harm	Assault	27	York University Heights	27	York University Heights (27)	-79.476579	43.764317
4	6.327780e-09	5.664924e-09	5	GO-20141260577	2014/01/01 05:00:00+00	2014/01/01 05:00:00+00	2014	January	1	1	Wednesday	4	2014.0	January	1.0	1.0	Wednesday	2	NSA	Streets, Roads, Highways (Bicycle Path, Private Road)	Outside	1610	180	Robbery - Swarming	Robbery	NSA	NSA	NSA	NSA	0.000000	0.000000
5	-8.840629e+06	5.412225e+06	6	GO-20141260618	2014/01/01 05:00:00+00	2014/01/01 05:00:00+00	2014	January	1	1	Wednesday	5	2014.0	January	1.0	1.0	Wednesday	2	D14	Bar / Restaurant	Commercial	1430	100	Assault	Assault	81	Trinity-Bellwoods	81	Trinity-Bellwoods (81)	-79.416718	43.655115
6	-8.839460e+06	5.423396e+06	7	GO-20141260730	2014/01/01 05:00:00+00	2014/01/01 05:00:00+00	2014	January	1	1	Wednesday	3	2014.0	January	1.0	1.0	Wednesday	3	D32	Streets, Roads, Highways (Bicycle Path, Private Road)	Outside	1430	100	Assault	Assault	105	Lawrence Park North	105	Lawrence Park North (105)	-79.406223	43.727681
7	-8.813613e+06	5.428591e+06	8	GO-20141260831	2014/01/01 05:00:00+00	2014/01/01 05:00:00+00	2014	January	1	1	Wednesday	3	2014.0	January	1.0	1.0	Wednesday	3	D43	Single Home, House (Attach Garage, Cottage, Mobile)	House	1430	100	Assault	Assault	136	West Hill	136	West Hill (136)	-79.174031	43.761395
8	-8.820524e+06	5.422495e+06	9	GO-20141262914	2014/01/01 05:00:00+00	2014/01/01 05:00:00+00	2014	January	1	1	Wednesday	15	2014.0	January	1.0	1.0	Wednesday	15	D43	Streets, Roads, Highways (Bicycle Path, Private Road)	Outside	2135	210	Theft Of Motor Vehicle	Auto Theft	123	Cliffcrest	123	Cliffcrest (123)	-79.236119	43.721827
9	-8.828387e+06	5.424471e+06	10	GO-20141263217	2014/01/01 05:00:00+00	2013/12/31 05:00:00+00	2014	January	1	1	Wednesday	16	2013.0	December	31.0	365.0	Tuesday	17	D33	Apartment (Rooming House, Condo)	Apartment	2135	210	Theft Of Motor Vehicle	Auto Theft	43	Victoria Village	43	Victoria Village (43)	-79.306754	43.734654

	X	Y	OBJECTID	EVENT_UNIQUE_ID	REPORT_DATE	OCC_DATE	REPORT_YEAR	REPORT_MONTH	REPORT_DAY	REPORT_DOY	REPORT_DOW	REPORT_HOUR	OCC_YEAR	OCC_MONTH	OCC_DAY	OCC_DOY	OCC_DOW	OCC_HOUR	DIVISION	LOCATION_TYPE	PREMISES_TYPE	UCR_CODE	UCR_EXT	OFFENCE	MCI_CATEGORY	HOOD_158	NEIGHBOURHOOD_158	HOOD_140	NEIGHBOURHOOD_140	LONG_WGS84	LAT_WGS84
372889	-8.824422e+06	5.429589e+06	372890	GO-20232988215	2023/12/31 05:00:00+00	2023/12/31 05:00:00+00	2023	December	31	365	Sunday	7	2023.0	December	31.0	365.0	Sunday	2	D41	Apartment (Rooming House, Condo)	Apartment	1430	100	Assault	Assault	156	Bendale-Glen Andrew	127	Bendale (127)	-79.271134	43.767864
372890	-8.862119e+06	5.424209e+06	372891	GO-20232988605	2023/12/31 05:00:00+00	2023/12/31 05:00:00+00	2023	December	31	365	Sunday	9	2023.0	December	31.0	365.0	Sunday	9	D23	Single Home, House (Attach Garage, Cottage, Mobile)	House	1430	100	Assault	Assault	1	West Humber-Clairville	1	West Humber-Clairville (1)	-79.609766	43.732953
372891	-8.840677e+06	5.414066e+06	372892	GO-20232992925	2023/12/31 05:00:00+00	2023/12/31 05:00:00+00	2023	December	31	365	Sunday	22	2023.0	December	31.0	365.0	Sunday	22	D14	Streets, Roads, Highways (Bicycle Path, Private Road)	Outside	1460	100	Assault Peace Officer	Assault	95	Annex	95	Annex (95)	-79.417150	43.667080
372892	-8.845315e+06	5.413366e+06	372893	GO-20232988104	2023/12/31 05:00:00+00	2023/12/31 05:00:00+00	2023	December	31	365	Sunday	6	2023.0	December	31.0	365.0	Sunday	6	D11	Apartment (Rooming House, Condo)	Apartment	1430	100	Assault	Assault	90	Junction Area	90	Junction Area (90)	-79.458816	43.662533
372893	-8.849874e+06	5.425325e+06	372894	GO-20232989815	2023/12/31 05:00:00+00	2023/12/31 05:00:00+00	2023	December	31	365	Sunday	13	2023.0	December	31.0	365.0	Sunday	13	D31	Single Home, House (Attach Garage, Cottage, Mobile)	House	2120	210	Unlawfully In Dwelling-House	Break and Enter	25	Glenfield-Jane Heights	25	Glenfield-Jane Heights (25)	-79.499768	43.740196
372894	-8.832825e+06	5.419631e+06	372895	GO-20232989838	2023/12/31 05:00:00+00	2023/12/31 05:00:00+00	2023	December	31	365	Sunday	13	2023.0	December	31.0	365.0	Sunday	13	D53	Apartment (Rooming House, Condo)	Apartment	1430	100	Assault	Assault	55	Thorncliffe Park	55	Thorncliffe Park (55)	-79.346615	43.703234
372895	-8.838191e+06	5.415297e+06	372896	GO-20232989777	2023/12/31 05:00:00+00	2023/12/31 05:00:00+00	2023	December	31	365	Sunday	12	2023.0	December	31.0	365.0	Sunday	12	D53	Other Commercial / Corporate Places (For Profit, Warehouse, Corp. Bldg	Commercial	2120	200	B&E	Break and Enter	95	Annex	95	Annex (95)	-79.394825	43.675083
372896	-8.851986e+06	5.429799e+06	372897	GO-20232990411	2023/12/31 05:00:00+00	2023/12/31 05:00:00+00	2023	December	31	365	Sunday	14	2023.0	December	31.0	365.0	Sunday	14	D31	Open Areas (Lakes, Parks, Rivers)	Outside	1610	100	Robbery With Weapon	Robbery	24	Black Creek	24	Black Creek (24)	-79.518742	43.769232
372897	-8.832606e+06	5.429093e+06	372898	GO-20232990415	2023/12/31 05:00:00+00	2023/12/31 05:00:00+00	2023	December	31	365	Sunday	16	2023.0	December	31.0	365.0	Sunday	14	D33	Apartment (Rooming House, Condo)	Apartment	1430	100	Assault	Assault	150	Fenside-Parkwoods	45	Parkwoods-Donalda (45)	-79.344651	43.764646
372898	-8.824422e+06	5.429589e+06	372899	GO-20232987571	2023/12/31 05:00:00+00	2023/12/31 05:00:00+00	2023	December	31	365	Sunday	2	2023.0	December	31.0	365.0	Sunday	2	D41	Apartment (Rooming House, Condo)	Apartment	1460	100	Assault Peace Officer	Assault	156	Bendale-Glen Andrew	127	Bendale (127)	-79.271134	43.767864

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter